On the Ungerboeck and Forney Observation Models for Spatial Combining And Their Application to 5G Millimeter-Wave Bands

Equivalent discrete-time models for a variety of spatial combining techniques operating in a frequency-selective multipath fading channel are derived. The equivalent discrete-time models are used to perform computer simulations of the post-equalizer bit error rate over a frequency-selective multipath channel whose derivation preserved polarization state information. Two sets of computer simulations were performed. In the first set, the performance of co-located cross-polarized antenna elements was investigated. The results showed that maximum likelihood combining maximizes polarization diversity, but that maximum ratio combining and selection combining were very competitive in the case where the cross-polarized antennas produce one strong channel and a relatively weak channel. Elliptical combining, using a 90° hybrid coupler, produced the worst results. The second set of simulations used a combination of spatial and cross-polarized antenna elements, for a total of eight antenna elements. The simulation results showed that maximum likelihood combining was best, followed by maximum ratio combining, equal gain combining, and selection combining. Again, elliptical combining was the worst, leading to the conclusion that other combining techniques are preferred in frequency-selective fading environments.

[1]  Robert W. Heath,et al.  Frequency Selective Hybrid Precoding for Limited Feedback Millimeter Wave Systems , 2015, IEEE Transactions on Communications.

[2]  Robert W. Heath,et al.  Optimal Frequency-Flat Precoding for Frequency-Selective Millimeter Wave Channels , 2019, IEEE Transactions on Wireless Communications.

[3]  Sridhar Rajagopal,et al.  Channel Feasibility for Outdoor Non-Line-of-Sight mmWave Mobile Communication , 2012, 2012 IEEE Vehicular Technology Conference (VTC Fall).

[4]  A. Hedayat,et al.  Outage probability and diversity order of linear equalizers in frequency-selective fading channels , 2004, Conference Record of the Thirty-Eighth Asilomar Conference on Signals, Systems and Computers, 2004..

[5]  Robert W. Heath,et al.  Channel Estimation for Hybrid Architecture-Based Wideband Millimeter Wave Systems , 2016, IEEE Journal on Selected Areas in Communications.

[6]  Risto Valkonen,et al.  Compact 28-GHz phased array antenna for 5G access , 2018, 2018 IEEE/MTT-S International Microwave Symposium - IMS.

[7]  Ahmed Iyanda Sulyman,et al.  Radio Capacity Estimation for Millimeter Wave 5G Cellular Networks Using Narrow Beamwidth Antennas at the Base Stations , 2015 .

[8]  Thomas G. Pratt,et al.  Input-to-output cross polarization discrimination (IOXPD) dispersion model for mobile-to-mobile LOS wireless communications MIMO channels , 2008, 2008 Wireless Telecommunications Symposium.

[9]  Nuria González Prelcic,et al.  Channel Estimation for Frequency-Selective mmWave MIMO Systems with Beam-Squint , 2018, 2018 IEEE Global Communications Conference (GLOBECOM).

[10]  Jianhua Lu,et al.  When mmWave Communications Meet Network Densification: A Scalable Interference Coordination Perspective , 2017, IEEE Journal on Selected Areas in Communications.

[11]  Arogyaswami Paulraj,et al.  Analysis and modeling of multiple-input multiple-output (MIMO) radio channel based on outdoor measurements conducted at 2.5 GHz for fixed BWA applications , 2002, 2002 IEEE International Conference on Communications. Conference Proceedings. ICC 2002 (Cat. No.02CH37333).

[12]  Khaled Ben Letaief,et al.  Diversity Analysis for Linear Equalizers over ISI Channels , 2011, IEEE Transactions on Communications.

[13]  Maja Delibasic,et al.  SER Performance of OFDM Polarization Diversity System with EGC , 2008, WiMob.

[14]  Giulio Colavolpe,et al.  Single-Carrier Modulation Versus OFDM for Millimeter-Wave Wireless MIMO , 2017, IEEE Transactions on Communications.

[15]  Masoud Ardakani,et al.  Optimal Channel Equalizer for mmWave Massive MIMO Using 1-bit ADCs in Frequency-Selective Channels , 2020, IEEE Communications Letters.

[16]  Q. Liu,et al.  A unified MLSE detection technique for TDMA digital cellular radio , 1993, IEEE 43rd Vehicular Technology Conference.

[17]  Rose Qingyang Hu,et al.  Who's On First In 5G Mobile Networks: Equalizers or Polarization Diversity Combiners? , 2020, 2020 Intermountain Engineering, Technology and Computing (IETC).

[18]  J.J.A. Lempianen,et al.  Experimental results of cross polarization discrimination and signal correlation values for a polarization diversity scheme , 1997, 1997 IEEE 47th Vehicular Technology Conference. Technology in Motion.

[19]  Jeffrey G. Andrews,et al.  Impact of Correlation between Link Blockages on Macro-Diversity Gains in mmWave Networks , 2018, 2018 IEEE International Conference on Communications Workshops (ICC Workshops).

[20]  Thomas G. Pratt,et al.  Approximating the outage capacity of asymmetric 2×2 dual-polarized MIMO at high SNR , 2013, 2013 International Conference on Computing, Networking and Communications (ICNC).

[21]  Xiaoli Ma,et al.  Fundamental Limits of Linear Equalizers: Diversity, Capacity, and Complexity , 2008, IEEE Transactions on Information Theory.

[22]  Jukka Lempiäinen,et al.  The performance of polarization diversity schemes at a base station in small/micro cells at 1800 MHz , 1998 .

[23]  Jun Chen,et al.  Three-dimensional geometry-based stochastic modeling and performance of 4×4 space-polarization mobile-to-mobile wideband MIMO channels , 2013, 2013 IEEE Global Communications Conference (GLOBECOM).

[24]  A. Sendyk,et al.  Diversity combining with MLSE equalisation , 1998 .

[25]  J.A. Nossek,et al.  Quantifying diversity and correlation in Rayleigh fading MIMO communication systems , 2003, Proceedings of the 3rd IEEE International Symposium on Signal Processing and Information Technology (IEEE Cat. No.03EX795).

[26]  Theodore S. Rappaport,et al.  28 GHz Millimeter-Wave Ultrawideband Small-Scale Fading Models in Wireless Channels , 2015, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring).

[27]  Lujain Dabouba,et al.  Millimeter Wave Mobile Communication for 5 G Cellular , 2017 .

[28]  James R. Zeidler,et al.  Performance of polarization diversity in correlated nakagami-m fading channels , 2006, IEEE Transactions on Vehicular Technology.

[29]  G. David Forney,et al.  Maximum-likelihood sequence estimation of digital sequences in the presence of intersymbol interference , 1972, IEEE Trans. Inf. Theory.

[30]  Yong-Ling Ban,et al.  Eight-port dual-polarized MIMO antenna for 5G smartphone applications , 2016, 2016 IEEE 5th Asia-Pacific Conference on Antennas and Propagation (APCAP).

[31]  Theodore S. Rappaport,et al.  MIMO channel modeling and capacity analysis for 5G millimeter-wave wireless systems , 2015, 2016 10th European Conference on Antennas and Propagation (EuCAP).

[32]  G. Ungerboeck,et al.  Adaptive Maximum-Likelihood Receiver for Carrier-Modulated Data-Transmission Systems , 1974, IEEE Trans. Commun..

[33]  Jun Chen,et al.  Diversity Measure of Co-polarized and Polarized MIMO Architectures over Wideband Mobile-to-Mobile Channels , 2013, MILCOM 2013 - 2013 IEEE Military Communications Conference.

[34]  J.W. Mark,et al.  On Polarization Diversity in Mobile Communications , 2006, 2006 International Conference on Communication Technology.

[35]  Aria Nosratinia,et al.  Diversity Analysis of Symbol-by-Symbol Linear Equalizers , 2011, IEEE Transactions on Communications.

[36]  Robert W. Heath,et al.  Frequency-domain Compressive Channel Estimation for Frequency-Selective Hybrid mmWave MIMO Systems , 2017, ArXiv.

[37]  Thomas G. Pratt,et al.  Bounding the ergodic capacity of asymmetric 2×2 dual-polarized channels , 2012, MILCOM 2012 - 2012 IEEE Military Communications Conference.

[38]  L. Lewin,et al.  Diversity reception and automatic phase correction , 1962 .

[39]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[40]  C. Balanis Advanced Engineering Electromagnetics , 1989 .

[41]  Jack Salz,et al.  Optimum diversity combining and equalization in digital data transmission with applications to cellular mobile radio. I. Theoretical considerations , 1992, IEEE Trans. Commun..

[42]  Tharek Abd Rahman,et al.  8×8 Phased series fed patch antenna array at 28 GHz for 5G mobile base station antennas , 2017, 2017 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC).

[43]  Robert W. Heath,et al.  Coverage and Rate Analysis for Millimeter-Wave Cellular Networks , 2014, IEEE Transactions on Wireless Communications.

[44]  N. Touhami,et al.  Spatial and Polarization Diversity Performance Analysis of a Compact MIMO Antenna , 2019, Procedia Manufacturing.

[45]  Hikmet Sari,et al.  Transmission techniques for digital terrestrial TV broadcasting , 1995, IEEE Commun. Mag..

[46]  Arthur van Roermund,et al.  Millimeter-Wave Wireless Communication , 2011 .

[47]  E. McCune 5G-NR Bandwidth Efficient Modulation Options for Efficient Link Operation that are Compatible with mmW Transistor Nonlinearities , 2018, 2018 IEEE 5G World Forum (5GWF).